DBScholar

Back to papers

Operational Analytics Data Management Systems

Summary: Tutorial on operational analytics systems for high-performance ad hoc queries over continuously ingested and updated data. Traces evolution from warehouses/OLAP appliances to distributed real-time, in-memory engines, emphasizing storage, access paths, and processing. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h73b653867132a2be
Venue
VLDB
Year
2016
Pagerank
5.3736562e-05
Overall Rank
8,228 | 44.68%
DOI
10.14778/3007263.3007319

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{bohm_vldb16,
        title = {{Operational Analytics Data Management Systems}},
        author = {Böhm, Alexander and Dittrich, Jens and Mukherjee, Niloy and Pandis, Ippokratis and Sen, Rajkumar},
        journal = {PVLDB},
        series = {{VLDB} '16},
        volume = {9},
        number = {13},
        pages = {1601--1604},
        doi = {10.14778/3007263.3007319},
        url = {https://doi.org/10.14778/3007263.3007319},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
1,321 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011040617
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 26 of 26 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056855599
70 The End of an Architectural Era (It’s Time for a Complete Rewrite) 2007 VLDB 0.00037859131
114 A Decomposition Storage Model 1985 SIGMOD 0.00031928929
163 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.0002749118
219 SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units 2009 VLDB 0.00024363532
327 Impala: A Modern, Open-Source SQL Engine for Hadoop 2015 CIDR 0.0002095191
389 QPipe: A Simultaneously Pipelined Relational Query Engine 2005 SIGMOD 0.00019269777
401 A Case for Fractured Mirrors 2002 VLDB 0.00019108281
575 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016132182
606 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.00015635133
667 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00014978213
966 Incremental Organization for Data Recording and Warehousing 1997 VLDB 0.0001279879
976 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00012749922
1,034 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012394538
1,206 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011541214
1,632 Positional Update Handling in Column Stores 2010 SIGMOD 0.00010021251
1,642 Data Morphing: An Adaptive, Cache-Conscious Storage Technique 2003 VLDB 0.00010006413
1,848 Towards a One Size Fits All Database Architecture 2011 CIDR 9.5082163e-05
1,918 Predictable Performance for Unpredictable Workloads 2009 VLDB 9.3789552e-05
1,938 S-Store: Streaming Meets Transaction Processing 2015 VLDB 9.3342542e-05
1,984 How to Barter Bits for Chronons: Compression and Bandwidth Trade Offs for Database Scans 2007 SIGMOD 9.2557255e-05
2,225 Shared Workload Optimization 2014 VLDB 8.8081001e-05
4,055 Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement 2015 VLDB 6.8270333e-05
4,525 Just-in-time compilation for SQL query processing 2013 VLDB 6.5616553e-05
4,615 Distributed Architecture of Oracle Database In-memory 2015 VLDB 6.5013614e-05
7,199 A Comparison of Knives for Bread Slicing 2013 VLDB 5.5883682e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 12,023 AnyOLAP: Analytical Processing of Arbitrary Data-Intensive Applications without ETL 2021 VLDB
2 2,932 OLAP and Statistical Databases: Similarities and Differences 1997 PODS
3 13,719 Micro-architectural Analysis of OLAP Systems on Persistent Memory 2022 CIDR
4 2,282 A Platform for Scalable One-Pass Analytics using MapReduce 2011 SIGMOD
5 3,122 Analytics in Motion: High Performance Event-Processing AND Real-Time Analytics in the Same Database 2015 SIGMOD
6 9,816 Supporting Scalable Analytics with Latency Constraints 2015 VLDB
7 120 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB
8 8,050 Micro-architectural Analysis of OLAP: Limitations and Opportunities 2020 VLDB
9 2,499 Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads 2015 VLDB
10 976 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD